Author: Manuel Lemos
Package: CSV Pair File
The machine learning process starts with training the system with some values that it should recognize and the desired values that the system should output when it has learned to recognize the patterns correctly.
This package helps prepare different sets of values to train a machine learning system from the same set of input values and desired output values.
About the CSV Pair File Package
The basic purpose is: Manage values for training machine learning system
Here follows in more detail what it does:
This package can manage values in CSV files datasets for training machine learning systems.
It can take two files in CSV format with values for training an artificial intelligence system with data for the system input and the expected output.
The class can perform several types of operations with the data files. The result of these operations generates new files with the transformed data values. Currently, it can:
- Shuffle the data values by a random order
- Split the data values into two sets with a percentage number of rows defined
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